Measurement-based joint estimation of battery states for Electric Vehicle (EV) applications involves using real-time data to accurately estimate parameters like state of charge (SOC), state of health (SOH), and state of energy (SOE). This approach improves battery management, optimizing performance, lifespan, and energy efficiency for EVs.